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BVCOE, New Delhi

STATISTICS, STATISTICAL MODELLING AND DATA ANALYTICS Unit-2

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Semester-VI DA304T

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Contents

BVCOE, New Delhi

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  • Statistical Modelling: Linear Models.
  • Regression Analysis, Analysis Of Variance, Applications In Various Fields.
  • Gauss Markov Theorem.
  • Geometry Of Least Squares.
  • Linear Algebra, Subspace Formulation Of Linear Models.
  • Orthogonal Projections, Regression Models.
  • Factorial Experiments, Analysis Of Covariance And Model Formulae.
  • Regression Diagnostics, Residuals.
  • Influence Diagnostics, Transformations.
  • Box‐cox Models.
  • Model Selection And Model Building Strategies.
  • Logistic Regression Models, Poisson Regression Models.

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Department of Applied Sciences, BVCOE, New Delhi

BVCOE, New Delhi

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,BVCOE, New Delhi

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Department of Applied Sciences, BVCOE, New Delhi

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Linear Algebra

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Multiple Linear Regression

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References

Department of Applied Sciences, BVCOE, New Delhi

AM-II Unit-II